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Nomograms for estimating survival in patients with papillary thyroid cancer after surgery
Background: The aim of this study was to develop and validate nomograms to predict the survival in patients with papillary thyroid cancer (PTC). Patients and methods: Adult patients who were surgically treated for PTC were selected from the Surveillance, Epidemiology and End Results (SEER) program (...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6497889/ https://www.ncbi.nlm.nih.gov/pubmed/31114382 http://dx.doi.org/10.2147/CMAR.S194366 |
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author | Liu, Gang Liu, Qin Sun, Sheng-Rong |
author_facet | Liu, Gang Liu, Qin Sun, Sheng-Rong |
author_sort | Liu, Gang |
collection | PubMed |
description | Background: The aim of this study was to develop and validate nomograms to predict the survival in patients with papillary thyroid cancer (PTC). Patients and methods: Adult patients who were surgically treated for PTC were selected from the Surveillance, Epidemiology and End Results (SEER) program (2004–2013). A multivariate analysis using the Cox proportional hazards regression was performed, and nomograms for predicting 10-year overall survival (OS) and cancer-specific survival (CSS) were constructed. The discrimination and calibration plots were used to measure the accuracy of the nomograms. Results: The records of 63,219 patients with PTC were retrospectively analyzed. Nine independent factors including age, race, sex, marital status, tumor size, extrathyroidal extension, radioactive iodine, T stage, and M stage were assembled into the OS nomogram. A nomogram predicting CSS was constructed based on eight factors (age, sex, marital status, tumor size, extrathyroidal extension, T stage, N stage, and M stage). With respect to the training set, the nomograms displayed improved discrimination power compared to the TNM staging system (6th edition) in both sets. The calibration curve for the probability of survival showed agreement between the predictive nomograms and the actual observation. Conclusion: We have successfully developed prognostic nomograms to predict OS and CSS for PTC with excellent discrimination and calibration. |
format | Online Article Text |
id | pubmed-6497889 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-64978892019-05-21 Nomograms for estimating survival in patients with papillary thyroid cancer after surgery Liu, Gang Liu, Qin Sun, Sheng-Rong Cancer Manag Res Original Research Background: The aim of this study was to develop and validate nomograms to predict the survival in patients with papillary thyroid cancer (PTC). Patients and methods: Adult patients who were surgically treated for PTC were selected from the Surveillance, Epidemiology and End Results (SEER) program (2004–2013). A multivariate analysis using the Cox proportional hazards regression was performed, and nomograms for predicting 10-year overall survival (OS) and cancer-specific survival (CSS) were constructed. The discrimination and calibration plots were used to measure the accuracy of the nomograms. Results: The records of 63,219 patients with PTC were retrospectively analyzed. Nine independent factors including age, race, sex, marital status, tumor size, extrathyroidal extension, radioactive iodine, T stage, and M stage were assembled into the OS nomogram. A nomogram predicting CSS was constructed based on eight factors (age, sex, marital status, tumor size, extrathyroidal extension, T stage, N stage, and M stage). With respect to the training set, the nomograms displayed improved discrimination power compared to the TNM staging system (6th edition) in both sets. The calibration curve for the probability of survival showed agreement between the predictive nomograms and the actual observation. Conclusion: We have successfully developed prognostic nomograms to predict OS and CSS for PTC with excellent discrimination and calibration. Dove 2019-04-24 /pmc/articles/PMC6497889/ /pubmed/31114382 http://dx.doi.org/10.2147/CMAR.S194366 Text en © 2019 Liu et al. http://creativecommons.org/licenses/by-nc/3.0/ This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Liu, Gang Liu, Qin Sun, Sheng-Rong Nomograms for estimating survival in patients with papillary thyroid cancer after surgery |
title | Nomograms for estimating survival in patients with papillary thyroid cancer after surgery |
title_full | Nomograms for estimating survival in patients with papillary thyroid cancer after surgery |
title_fullStr | Nomograms for estimating survival in patients with papillary thyroid cancer after surgery |
title_full_unstemmed | Nomograms for estimating survival in patients with papillary thyroid cancer after surgery |
title_short | Nomograms for estimating survival in patients with papillary thyroid cancer after surgery |
title_sort | nomograms for estimating survival in patients with papillary thyroid cancer after surgery |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6497889/ https://www.ncbi.nlm.nih.gov/pubmed/31114382 http://dx.doi.org/10.2147/CMAR.S194366 |
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